public void TestApriori()
{
List <List <int> > samples = new List <List <int> >
{
new List <int> {
1, 2, 5
},
new List <int> {
2, 4
},
new List <int> {
2, 3
},
new List <int> {
1, 2, 4
},
new List <int> {
1, 3
},
new List <int> {
2, 3
},
new List <int> {
1, 3
},
new List <int> {
1, 2, 3, 5
},
new List <int> {
1, 2, 3
}
};
Apriori <int> apriori = new Apriori <int>(2);
apriori.Initialize(samples);
apriori.NextGeneration(1);
Assert.AreEqual(5, apriori.Result.Count);
Assert.IsTrue(apriori.Result.Any(o => o.SetEquals(new HashSet <int>()
{
1
})));
Assert.IsTrue(apriori.Result.Any(o => o.SetEquals(new HashSet <int>()
{
2
})));
Assert.IsTrue(apriori.Result.Any(o => o.SetEquals(new HashSet <int>()
{
3
})));
Assert.IsTrue(apriori.Result.Any(o => o.SetEquals(new HashSet <int>()
{
4
})));
Assert.IsTrue(apriori.Result.Any(o => o.SetEquals(new HashSet <int>()
{
5
})));
apriori.NextGeneration(2);
Assert.AreEqual(6, apriori.Result.Count);
Assert.IsTrue(apriori.Result.Any(o => o.SetEquals(new HashSet <int>()
{
1, 2
})));
Assert.IsTrue(apriori.Result.Any(o => o.SetEquals(new HashSet <int>()
{
1, 3
})));
Assert.IsTrue(apriori.Result.Any(o => o.SetEquals(new HashSet <int>()
{
1, 5
})));
Assert.IsTrue(apriori.Result.Any(o => o.SetEquals(new HashSet <int>()
{
2, 3
})));
Assert.IsTrue(apriori.Result.Any(o => o.SetEquals(new HashSet <int>()
{
2, 4
})));
Assert.IsTrue(apriori.Result.Any(o => o.SetEquals(new HashSet <int>()
{
2, 5
})));
apriori.NextGeneration(3);
Assert.AreEqual(2, apriori.Result.Count);
Assert.IsTrue(apriori.Result.Any(o => o.SetEquals(new HashSet <int>()
{
1, 2, 3
})));
Assert.IsTrue(apriori.Result.Any(o => o.SetEquals(new HashSet <int>()
{
1, 2, 5
})));
apriori.NextGeneration(4);
Assert.AreEqual(0, apriori.Result.Count);
}